Strategic Compact
affaan-m/ECC
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
Save session activity, rebuild rolling PROGRESS.md, and compact stale working blocks in .claude/STATE.md.
$ npx skills add DeL-TaiseiOzaki/claude-code-orchestra --skill checkpointing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install DeL-TaiseiOzaki/claude-code-orchestra checkpointing --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/DeL-TaiseiOzaki/claude-code-orchestra.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/checkpointing .claude/skills/checkpointing && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "checkpointing" agent skill from https://github.com/DeL-TaiseiOzaki/claude-code-orchestra/tree/main/.claude/skills/checkpointing into .claude/skills/checkpointing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "checkpointing", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/DeL-TaiseiOzaki/claude-code-orchestra/tree/main/.claude/skills/checkpointingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add DeL-TaiseiOzaki/claude-code-orchestra --skill checkpointing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install DeL-TaiseiOzaki/claude-code-orchestra checkpointing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DeL-TaiseiOzaki/claude-code-orchestra.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/checkpointing .agents/skills/checkpointing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "checkpointing" agent skill from https://github.com/DeL-TaiseiOzaki/claude-code-orchestra/tree/main/.claude/skills/checkpointing into .agents/skills/checkpointing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "checkpointing", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add DeL-TaiseiOzaki/claude-code-orchestra --skill checkpointing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install DeL-TaiseiOzaki/claude-code-orchestra checkpointing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DeL-TaiseiOzaki/claude-code-orchestra.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/checkpointing .cursor/skills/checkpointing && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "checkpointing" agent skill from https://github.com/DeL-TaiseiOzaki/claude-code-orchestra/tree/main/.claude/skills/checkpointing into .cursor/skills/checkpointing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "checkpointing", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/DeL-TaiseiOzaki/claude-code-orchestra.git --path .claude/skills/checkpointing--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add DeL-TaiseiOzaki/claude-code-orchestra --skill checkpointing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install DeL-TaiseiOzaki/claude-code-orchestra checkpointing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DeL-TaiseiOzaki/claude-code-orchestra.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/checkpointing .gemini/skills/checkpointing && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "checkpointing" agent skill from https://github.com/DeL-TaiseiOzaki/claude-code-orchestra/tree/main/.claude/skills/checkpointing into .gemini/skills/checkpointing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "checkpointing", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install DeL-TaiseiOzaki/claude-code-orchestra checkpointingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add DeL-TaiseiOzaki/claude-code-orchestra --skill checkpointing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/DeL-TaiseiOzaki/claude-code-orchestra.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/checkpointing .github/skills/checkpointing && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "checkpointing" agent skill from https://github.com/DeL-TaiseiOzaki/claude-code-orchestra/tree/main/.claude/skills/checkpointing into .github/skills/checkpointing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "checkpointing", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add DeL-TaiseiOzaki/claude-code-orchestra --skill checkpointing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install DeL-TaiseiOzaki/claude-code-orchestra checkpointing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DeL-TaiseiOzaki/claude-code-orchestra.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/checkpointing .opencode/skills/checkpointing && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "checkpointing" agent skill from https://github.com/DeL-TaiseiOzaki/claude-code-orchestra/tree/main/.claude/skills/checkpointing into .opencode/skills/checkpointing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "checkpointing", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
checkpointingSave session activity, rebuild rolling PROGRESS.md, and compact stale working blocks in .claude/STATE.md.
Checkpointing is an agent skill from DeL-TaiseiOzaki/claude-code-orchestra. Save session activity, rebuild rolling PROGRESS.md, and compact stale working blocks in .claude/STATE.md.
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `checkpoint.py`, `references/formats.md` and `refresh_guard.py`).
The licence is MIT.
8 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit ef0d8f8. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships script files (Python), which the agent can run.
Shell commands in SKILL.md call:
python3From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Checkpointing loads about 1.8k tokens when it runs, and up to ~3.8k if it reads all its reference files. Until then it costs about 30 tokens; SKILL.md has 797 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from DeL-TaiseiOzaki/claude-code-orchestra at commit ef0d8f8, republished under its MIT licence (© DeL-TaiseiOzaki). 797 words, ~1,839 tokens.
.claude/skills/checkpointing/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Capture durable session context without growing the always-loaded root
AGENTS.md. Canonical state and artifacts live under .claude/.
.claude/checkpoints/: full timestamped checkpoints; never deleted by the
compact phase..claude/checkpoints/INDEX.md: generated catalog of every checkpoint.PROGRESS.md: latest five checkpoint summaries..claude/STATE.md: one Progress Tracker link and current working blocks..claude/logs/: drafts, previews, work logs, and CLI activity..claude/docs/research/: research notes; inactive notes may be archived only
after user approval.Both scripts write nothing without --apply. Every default run produces preview
files under .claude/logs/ and leaves PROGRESS.md and .claude/STATE.md
untouched.
Determine the time window from the newest checkpoint, or use all available history when none exists.
Gather the user requests and decisions from the current conversation, git changes, CLI logs, team work logs, and relevant design changes.
Write a Japanese five-part summary containing:
何をしたのか, どういうやり取りをユーザーと行ったのか, どうやったのか,
途中でどういう課題が起こったのか, and 将来のアクション.
This is the irreducible judgment in the skill and is never generated: a
missing, empty, stale, or incomplete summary aborts the run with exit 2.
Save the summary to .claude/logs/pending-summary.md, then preview:
python3 .claude/skills/checkpointing/checkpoint.py \
--summary-file .claude/logs/pending-summary.mdExit 0 reports result: preview and four preview files
(checkpoint-preview-*, index-preview-*, progress-preview-*,
state-preview-* under .claude/logs/). Exit 1 is a bad --since /
--now; exit 2 is a summary or shared-state contract violation; exit 3
is a timestamp collision, a concurrent modification, or a write failure.
Add --label <slug> when the session's commit messages would not name it
well; the label becomes the checkpoint's slug in the frontmatter and the
index.
Review the four previews, then write for real:
python3 .claude/skills/checkpointing/checkpoint.py \
--summary-file .claude/logs/pending-summary.md \
--apply --consume-summary --json--consume-summary deletes the draft on success, so the next session cannot
silently embed this session's summary. --json emits the single payload
{ok, result, checkpoint_path, prompt_path, index_path, slug, tags, progress_path, progress_entries, state_path, state_updated, summary_validated, summary_consumed, commits, files_changed, cli_consultations, agent_teams, work_logs, collector_errors, skipped_records, warnings, artifacts}; without it the same facts are printed
as prose. Quote collector_errors and warnings verbatim when reporting —
a failed collector is not an empty session.
Confirm the shared-state invariant mechanically rather than by reading:
python3 .claude/skills/checkpointing/refresh_guard.py --mode checkExit 0 means exactly one # Agent State and one ## Progress Tracker
heading; exit 2 means the structure is invalid.
Review whether durable architecture decisions belong in
.claude/docs/DESIGN.md; use /design-tracker when warranted.
Run the Compact Phase below.
Three layers make retrieval cheap, so a past session is found without reading the directory file by file:
.claude/checkpoints/INDEX.md — one table, newest first, with the
branch, tags, counts, and headline for every checkpoint. Read this first and
scan the tags and summary columns.id, timestamp,
branch, slug, summary, tags, and the session counts. Reading the
first ~14 lines settles relevance without parsing the document.PROGRESS.md — the five most recent summaries in full, for the common
case of "what happened lately".INDEX.md is regenerated from the checkpoints' frontmatter on every --apply,
so a deleted or hand-edited checkpoint is reflected on the next run rather than
advertised forever. Checkpoint filenames stay YYYY-MM-DD-HHMMSS.md: the slug
lives in the metadata, not the path, so PROGRESS.md links and
collect_repo_state.py keep working. Do not hand-edit INDEX.md.
The compact phase keeps only the newest ## Current Project,
## Current Feature, and ## Current Bug Fix block of each category. Every
other section is preserved verbatim in document order — ## Main Agent,
## Repository Identity, ## Progress Tracker, and any manual notes, which
.claude/rules/agent-state.md explicitly sanctions. A section that would still
be lost is reported in sections_dropped and aborts the run with exit 2.
Inspect the state, the compaction preview, and the suggested archive moves:
python3 .claude/skills/checkpointing/refresh_guard.py --mode planReports blocks_pruned, sections_preserved, sections_dropped,
research_notes, and move_plan. move_plan entries carry
suggested: true: they come from a stem-mention heuristic and are never a
decision.
Write the candidate state to a draft:
python3 .claude/skills/checkpointing/refresh_guard.py --mode composeReview .claude/logs/composed-state.md and the reported move plan.
Ask for approval before replacing .claude/STATE.md or moving research
notes. Never delete checkpoint files or regenerate PROGRESS.md here.
After approval, apply the compaction with the script — never by hand:
python3 .claude/skills/checkpointing/refresh_guard.py --mode apply
python3 .claude/skills/checkpointing/refresh_guard.py --mode apply --applyThe first call previews to .claude/logs/state-compaction-preview-*.md and
reports state_hash_before. The second writes atomically, refuses if
.claude/STATE.md changed since it was read, and validates the composed
bytes before replacing. Pass --expect-hash <state_hash_before> to pin the
exact revision that was approved.
Confirm the compaction landed:
python3 .claude/skills/checkpointing/refresh_guard.py --mode verifyverify compares the on-disk state against a freshly composed candidate and
reports compaction_applied. Exit 2 means redundant work blocks remain.
AGENTS.md is never modified.INDEX.md is generated, never hand-maintained; it is not a checkpoint and is
never listed in PROGRESS.md.# Agent State heading and one
## Progress Tracker heading..claude/docs/research/archive/; append when a
destination already exists..claude/rules/language.md.© DeL-TaiseiOzaki, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files (references) in .claude/skills/checkpointing of DeL-TaiseiOzaki/claude-code-orchestra.
Open the folder on GitHubat commit ef0d8f8
Checkpointing next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Checkpointing this skillDeL-TaiseiOzaki/claude-code-orchestra | 199 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Strategic Compactaffaan-m/ECC | 277k | 1 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Progressive Jpegthedaviddias/Front-End-Checklist | 74k | — | ~426 | Automated safety check: Pass | MIT | |
| Rebuilding Flutter Toolflutter/flutter | 180k | — | ~167 | Automated safety check: Pass | BSD-3-Clause | |
| Modeling Activation MetricsPostHog/posthog | 40k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Strategic Compactaffaan-m/ECC | 277k | 2 repos | ~434 | Automated safety check: Pass | MIT |
affaan-m/ECC
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing image assets, markup, and CDN or build transforms related to Use progressive JPEG encoding.
flutter/flutter
Rebuilds the Flutter tool and CLI. An agent skill from flutter/flutter.
PostHog/posthog
Build reusable activation models — an activation-rate metric and a per-user/per-account activated flag — on either PostHog data-warehouse views (HogQL) or an external dbt project.
affaan-m/ECC
任意の自動コンパクションではなく、タスクフェーズを通じてコンテキストを保持するための論理的な間隔での手動コンパクションを提案します。
affaan-m/ECC
임의의 자동 컴팩션 대신 논리적 간격에서 수동 컨텍스트 압축을 제안하여 작업 단계를 통해 컨텍스트를 보존합니다.
DeL-TaiseiOzaki/claude-code-orchestra
Codex CLI handles planning, design, and complex code implementation.
DeL-TaiseiOzaki/claude-code-orchestra
Record a project design decision into .claude/docs/DESIGN.md through the shared typed writer.
DeL-TaiseiOzaki/claude-code-orchestra
Unified feature planning & implementation skill — replaces the old /add-feature and /start-feature skills (both trigger phrases still apply here).
DeL-TaiseiOzaki/claude-code-orchestra
Create a detailed implementation plan for a feature or task.
DeL-TaiseiOzaki/claude-code-orchestra
Comprehensive onboarding for new or returning contributors. An agent skill from DeL-TaiseiOzaki/claude-code-orchestra.
DeL-TaiseiOzaki/claude-code-orchestra
ALWAYS activate this skill at the start of every task. An agent skill from DeL-TaiseiOzaki/claude-code-orchestra.
Save session activity, rebuild rolling PROGRESS.md, and compact stale working blocks in .claude/STATE.md. Checkpointing is an agent skill from DeL-TaiseiOzaki/claude-code-orchestra.md.
Run `npx skills add DeL-TaiseiOzaki/claude-code-orchestra --skill checkpointing -a claude-code`. Or copy the skill folder (.claude/skills/checkpointing in DeL-TaiseiOzaki/claude-code-orchestra) into .claude/skills/checkpointing in your project. Claude Code loads it when a task matches its description.
Run `npx skills add DeL-TaiseiOzaki/claude-code-orchestra --skill checkpointing -a codex`. Or copy the skill folder (.claude/skills/checkpointing in DeL-TaiseiOzaki/claude-code-orchestra) into .agents/skills/checkpointing in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add DeL-TaiseiOzaki/claude-code-orchestra --skill checkpointing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/checkpointing, .gemini/skills/checkpointing, .github/skills/checkpointing and .opencode/skills/checkpointing in your project.
Going by SKILL.md and its folder, Checkpointing needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Checkpointing is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.9k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Checkpointing: Strategic Compact (affaan-m/ECC, 277k stars), Progressive Jpeg (thedaviddias/Front-End-Checklist, 74k stars), Rebuilding Flutter Tool (flutter/flutter, 180k stars) and Modeling Activation Metrics (PostHog/posthog, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
DeL-TaiseiOzaki (a GitHub user) maintains it in DeL-TaiseiOzaki/claude-code-orchestra, which has 199 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on September 20, 2026.
Source: DeL-TaiseiOzaki/claude-code-orchestra on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.